← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015
Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015
Majorization-Minimization for Manifold Embedding AISTATS 2015
Convergence rates of sub-sampled Newton methods NIPS 2015
On the Global Linear Convergence of Frank-Wolfe Optimization Variants NIPS 2015
A Universal Catalyst for First-Order Optimization NIPS 2015
Accelerated Proximal Gradient Methods for Nonconvex Programming NIPS 2015
A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements NIPS 2015
Sparse and Low-Rank Tensor Decomposition NIPS 2015
Unified View of Matrix Completion under General Structural Constraints NIPS 2015
Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NIPS 2015
Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NIPS 2015
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NIPS 2015
Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
Low Rank Matrix Completion with Exponential Family Noise COLT 2015
Information-Theoretic Planning with Trajectory Optimization for Dense 3D Mapping RSS 2015
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015
Radial Distortion Homography CVPR 2015
Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015
Illumination and Reflectance Spectra Separation of a Hyperspectral Image Meets Low-Rank Matrix Factorization CVPR 2015
Robust Camera Location Estimation by Convex Programming CVPR 2015
3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach CVPR 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
LMI-Based 2D-3D Registration: From Uncalibrated Images to Euclidean Scene CVPR 2015
SCAMS: Simultaneous Clustering and Model Selection CVPR 2014